{"id":"W4416100456","doi":"10.1017/apa.2025.10017","title":"The Argument from Imagination","year":2025,"lang":"en","type":"article","venue":"Journal of the American Philosophical Association","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Presentational and representational acting; Variety (cybernetics); Perception; Direct and indirect realism; Argument (complex analysis); Content (measure theory); Realism; Qualia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003639495,0.0004631401,0.0004522335,0.001263908,0.001890346,0.004492503,0.001389566,0.003895263,0.009191752],"category_scores_gemma":[0.01284145,0.0002690899,0.0007019429,0.0004456154,0.02102906,0.0120383,0.004539688,0.006843292,0.001288109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060893,"about_ca_system_score_gemma":0.0008965378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007122227,"about_ca_topic_score_gemma":0.0003507222,"domain_scores_codex":[0.9967986,0.001878295,0.00009206542,0.0003416507,0.0006361881,0.0002531726],"domain_scores_gemma":[0.9915924,0.005666078,0.000403194,0.001053124,0.0009338064,0.0003513164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001219185,0.000006051985,0.00006472483,0.00003217008,0.0000024383,0.0000479619,0.000961851,0.00005534508,0.00008835646,0.9954652,0.001662856,0.001600871],"study_design_scores_gemma":[0.00001548668,0.00001130255,0.00009159873,0.00006681055,0.000003522033,0.00009405135,0.0006094769,0.0003784368,0.0001514058,0.9735334,0.02503925,0.000005356021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04401376,0.005821561,0.1056469,0.1860641,0.003146285,0.00008329483,0.0001744005,0.0002007223,0.6548489],"genre_scores_gemma":[0.9622768,0.001093472,0.006237789,0.01096838,0.001747278,0.00008999813,0.00008788474,0.0000996482,0.01739875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009191752,"threshold_uncertainty_score":0.0307495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006866579307068485,"score_gpt":0.30047887754851,"score_spread":0.2936122982414415,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}